SecCodePRM: A Process Reward Model for Code Security
Fuente:
arXiv
Saved in:
| Main Authors: | Yu, Weichen, Mangal, Ravi, Luo, Yinyi, Hu, Kai, He, Jingxuan, Pasareanu, Corina S., Fredrikson, Matt |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Mixture of Linear Corrections Generates Secure Code
by: Yu, Weichen, et al.
Published: (2025)
by: Yu, Weichen, et al.
Published: (2025)
When "Correct" Is Not Safe: Can We Trust Functionally Correct Patches Generated by Code Agents?
by: Peng, Yibo, et al.
Published: (2025)
by: Peng, Yibo, et al.
Published: (2025)
On the Difficulty of Selecting Few-Shot Examples for Effective LLM-based Vulnerability Detection
by: Hannan, Md Abdul, et al.
Published: (2025)
by: Hannan, Md Abdul, et al.
Published: (2025)
RealSec-bench: A Benchmark for Evaluating Secure Code Generation in Real-World Repositories
by: Wang, Yanlin, et al.
Published: (2026)
by: Wang, Yanlin, et al.
Published: (2026)
ProSec: Fortifying Code LLMs with Proactive Security Alignment
by: Xu, Xiangzhe, et al.
Published: (2024)
by: Xu, Xiangzhe, et al.
Published: (2024)
Large Language Models for Code: Security Hardening and Adversarial Testing
by: He, Jingxuan, et al.
Published: (2023)
by: He, Jingxuan, et al.
Published: (2023)
Instruction Tuning for Secure Code Generation
by: He, Jingxuan, et al.
Published: (2024)
by: He, Jingxuan, et al.
Published: (2024)
SecCodeBench-V2 Technical Report
by: Chen, Longfei, et al.
Published: (2026)
by: Chen, Longfei, et al.
Published: (2026)
LLM Security Guard for Code
by: Kavian, Arya, et al.
Published: (2024)
by: Kavian, Arya, et al.
Published: (2024)
How to Compare the Security of Code Written by Humans to LLM-generated Code
by: Balebako, Rebecca, et al.
Published: (2026)
by: Balebako, Rebecca, et al.
Published: (2026)
Learning to Generate Secure Code via Token-Level Rewards
by: Quan, Jiazheng, et al.
Published: (2026)
by: Quan, Jiazheng, et al.
Published: (2026)
SecMLOps: A Comprehensive Framework for Integrating Security Throughout the MLOps Lifecycle
by: Zhang, Xinrui, et al.
Published: (2026)
by: Zhang, Xinrui, et al.
Published: (2026)
SecDOAR: A Software Reference Architecture for Security Data Orchestration, Analysis and Reporting
by: Chauhan, Muhammad Aufeef, et al.
Published: (2024)
by: Chauhan, Muhammad Aufeef, et al.
Published: (2024)
Secure Coding with AI -- From Detection to Repair
by: Belozerov, Vladislav, et al.
Published: (2025)
by: Belozerov, Vladislav, et al.
Published: (2025)
Security Incentivization: An Empirical Study of how Micropayments Impact Code Security
by: Rass, Stefan, et al.
Published: (2026)
by: Rass, Stefan, et al.
Published: (2026)
EditLord: Learning Code Transformation Rules for Code Editing
by: Li, Weichen, et al.
Published: (2025)
by: Li, Weichen, et al.
Published: (2025)
Unsupervised Binary Code Translation with Application to Code Similarity Detection and Vulnerability Discovery
by: Ahmad, Iftakhar, et al.
Published: (2024)
by: Ahmad, Iftakhar, et al.
Published: (2024)
Exploring Security Practices in Infrastructure as Code: An Empirical Study
by: Verdet, Alexandre, et al.
Published: (2023)
by: Verdet, Alexandre, et al.
Published: (2023)
Security Weaknesses of Copilot-Generated Code in GitHub Projects: An Empirical Study
by: Fu, Yujia, et al.
Published: (2023)
by: Fu, Yujia, et al.
Published: (2023)
How Secure is Secure Code Generation? Adversarial Prompts Put LLM Defenses to the Test
by: Tessa, Melissa, et al.
Published: (2026)
by: Tessa, Melissa, et al.
Published: (2026)
Security of Language Models for Code: A Systematic Literature Review
by: Chen, Yuchen, et al.
Published: (2024)
by: Chen, Yuchen, et al.
Published: (2024)
An Empirical Security Evaluation of LLM-Generated Cryptographic Rust Code
by: Elsayed, Mohamed, et al.
Published: (2026)
by: Elsayed, Mohamed, et al.
Published: (2026)
Does Teaming-Up LLMs Improve Secure Code Generation? A Comprehensive Evaluation with Multi-LLMSecCodeEval
by: Sabir, Bushra, et al.
Published: (2026)
by: Sabir, Bushra, et al.
Published: (2026)
Exploring the Security Threats of Retriever Backdoors in Retrieval-Augmented Code Generation
by: Li, Tian, et al.
Published: (2025)
by: Li, Tian, et al.
Published: (2025)
Fortifying LLM-Based Code Generation with Graph-Based Reasoning on Secure Coding Practices
by: Patir, Rupam, et al.
Published: (2025)
by: Patir, Rupam, et al.
Published: (2025)
Give LLMs a Security Course: Securing Retrieval-Augmented Code Generation via Knowledge Injection
by: Lin, Bo, et al.
Published: (2025)
by: Lin, Bo, et al.
Published: (2025)
Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation
by: Lin, Bo, et al.
Published: (2025)
by: Lin, Bo, et al.
Published: (2025)
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences
by: Hasan, Mohammad Saqib, et al.
Published: (2025)
by: Hasan, Mohammad Saqib, et al.
Published: (2025)
Assessing Vulnerability in Smart Contracts: The Role of Code Complexity Metrics in Security Analysis
by: Tehrani, Masoud Jamshidiyan
Published: (2024)
by: Tehrani, Masoud Jamshidiyan
Published: (2024)
DUALGUAGE: Automated Joint Security-Functionality Benchmarking for Secure Code Generation
by: Pathak, Abhijeet, et al.
Published: (2025)
by: Pathak, Abhijeet, et al.
Published: (2025)
SCAFFOLD-CEGIS: Preventing Latent Security Degradation in LLM-Driven Iterative Code Refinement
by: Chen, Yi, et al.
Published: (2026)
by: Chen, Yi, et al.
Published: (2026)
Large Language Models for Secure Code Assessment: A Multi-Language Empirical Study
by: Dozono, Kohei, et al.
Published: (2024)
by: Dozono, Kohei, et al.
Published: (2024)
Securing the Software Package Supply Chain for Critical Systems
by: Murali, Ritwik, et al.
Published: (2025)
by: Murali, Ritwik, et al.
Published: (2025)
CKGFuzzer: LLM-Based Fuzz Driver Generation Enhanced By Code Knowledge Graph
by: Xu, Hanxiang, et al.
Published: (2024)
by: Xu, Hanxiang, et al.
Published: (2024)
FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture
by: Hu, Minghao, et al.
Published: (2025)
by: Hu, Minghao, et al.
Published: (2025)
Towards Secure Logging: Characterizing and Benchmarking Logging Code Security Issues with LLMs
by: Yuan, He Yang, et al.
Published: (2026)
by: Yuan, He Yang, et al.
Published: (2026)
Many Tools, Few Exploitable Vulnerabilities: A Survey of 246 Static Code Analyzers for Security
by: Hermann, Kevin, et al.
Published: (2026)
by: Hermann, Kevin, et al.
Published: (2026)
GenSIaC: Toward Security-Aware Infrastructure-as-Code Generation with Large Language Models
by: Li, Yikun, et al.
Published: (2025)
by: Li, Yikun, et al.
Published: (2025)
Can I Check What I Designed? Mapping Security Design DSLs to Code Analyzers
by: Peldszus, Sven, et al.
Published: (2026)
by: Peldszus, Sven, et al.
Published: (2026)
Similar but Patched Code Considered Harmful -- The Impact of Similar but Patched Code on Recurring Vulnerability Detection and How to Remove Them
by: Tan, Zixuan, et al.
Published: (2024)
by: Tan, Zixuan, et al.
Published: (2024)
Similar Items
-
A Mixture of Linear Corrections Generates Secure Code
by: Yu, Weichen, et al.
Published: (2025) -
When "Correct" Is Not Safe: Can We Trust Functionally Correct Patches Generated by Code Agents?
by: Peng, Yibo, et al.
Published: (2025) -
On the Difficulty of Selecting Few-Shot Examples for Effective LLM-based Vulnerability Detection
by: Hannan, Md Abdul, et al.
Published: (2025) -
RealSec-bench: A Benchmark for Evaluating Secure Code Generation in Real-World Repositories
by: Wang, Yanlin, et al.
Published: (2026) -
ProSec: Fortifying Code LLMs with Proactive Security Alignment
by: Xu, Xiangzhe, et al.
Published: (2024)